Overview

Brought to you by YData

Dataset statistics

Number of variables	33
Number of observations	1418
Missing cells	9936
Missing cells (%)	21.2%
Duplicate rows	1
Duplicate rows (%)	0.1%
Total size in memory	1.4 MiB
Average record size in memory	1018.2 B

Variable types

Categorical	14
Unsupported	8
Text	2
Numeric	8
Boolean	1

Alerts

`intentType` has constant value "science"	Constant
`obs_collection` has constant value "TESS"	Constant
`instrument_name` has constant value "Photometer"	Constant
`project` has constant value "TESS"	Constant
`filters` has constant value "TESS"	Constant
`wavelength_region` has constant value "Optical"	Constant
`target_name` has constant value "TESS FFI"	Constant
`dataproduct_type` has constant value "image"	Constant
`proposal_pi` has constant value "Ricker, George"	Constant
`calib_level` has constant value "3"	Constant
`dataRights` has constant value "PUBLIC"	Constant
`mtFlag` has constant value "False"	Constant
Dataset has 1 (0.1%) duplicate rows	Duplicates
`em_max` is highly overall correlated with `em_min`	High correlation
`em_min` is highly overall correlated with `em_max`	High correlation
`objID` is highly overall correlated with `obsid` and 5 other fields	High correlation
`obsid` is highly overall correlated with `objID` and 5 other fields	High correlation
`sequence_number` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_exptime` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_max` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_min` is highly overall correlated with `objID` and 5 other fields	High correlation
`t_obs_release` is highly overall correlated with `objID` and 5 other fields	High correlation
`provenance_name` is highly imbalanced (90.2%)	Imbalance
`em_min` is highly imbalanced (89.7%)	Imbalance
`em_max` is highly imbalanced (89.7%)	Imbalance
`target_classification` has 1418 (100.0%) missing values	Missing
`obs_title` has 1418 (100.0%) missing values	Missing
`proposal_id` has 1418 (100.0%) missing values	Missing
`proposal_type` has 1418 (100.0%) missing values	Missing
`jpegURL` has 1418 (100.0%) missing values	Missing
`dataURL` has 1418 (100.0%) missing values	Missing
`srcDen` has 1418 (100.0%) missing values	Missing
`target_classification` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`s_ra` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`obs_title` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`proposal_id` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`proposal_type` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`jpegURL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`dataURL` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`srcDen` is an unsupported type, check if it needs cleaning or further analysis	Unsupported

Reproduction

Analysis started	2025-05-25 14:34:16.731387
Analysis finished	2025-05-25 14:34:25.765207
Duration	9.03 seconds
Software version	ydata-profiling vv4.16.1
Download configuration	config.json

intentType
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.7 KiB

science	1418

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	9926
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	science
2nd row	science
3rd row	science
4th row	science
5th row	science

Common Values

Value	Count	Frequency (%)
science	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
science	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
c	2836	28.6%
e	2836	28.6%
s	1418	14.3%
i	1418	14.3%
n	1418	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9926	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
c	2836	28.6%
e	2836	28.6%
s	1418	14.3%
i	1418	14.3%
n	1418	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9926	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
c	2836	28.6%
e	2836	28.6%
s	1418	14.3%
i	1418	14.3%
n	1418	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9926	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
c	2836	28.6%
e	2836	28.6%
s	1418	14.3%
i	1418	14.3%
n	1418	14.3%

obs_collection
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.5 KiB

TESS	1418

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5672
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS
2nd row	TESS
3rd row	TESS
4th row	TESS
5th row	TESS

Common Values

Value	Count	Frequency (%)
TESS	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

provenance_name
Categorical

Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.5 KiB

SPOC	1400
SPOa	18

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5672
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	SPOC
2nd row	SPOa
3rd row	SPOa
4th row	SPOa
5th row	SPOa

Common Values

Value	Count	Frequency (%)
SPOC	1400	98.7%
SPOa	18	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
spoc	1400	98.7%
spoa	18	1.3%

Most occurring characters

Value	Count	Frequency (%)
S	1418	25.0%
P	1418	25.0%
O	1418	25.0%
C	1400	24.7%
a	18	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	1418	25.0%
P	1418	25.0%
O	1418	25.0%
C	1400	24.7%
a	18	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	1418	25.0%
P	1418	25.0%
O	1418	25.0%
C	1400	24.7%
a	18	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	1418	25.0%
P	1418	25.0%
O	1418	25.0%
C	1400	24.7%
a	18	0.3%

instrument_name
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	81.8 KiB

Photometer	1418

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	14180
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Photometer
2nd row	Photometer
3rd row	Photometer
4th row	Photometer
5th row	Photometer

Common Values

Value	Count	Frequency (%)
Photometer	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
photometer	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
o	2836	20.0%
e	2836	20.0%
t	2836	20.0%
h	1418	10.0%
P	1418	10.0%
m	1418	10.0%
r	1418	10.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	14180	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
o	2836	20.0%
e	2836	20.0%
t	2836	20.0%
h	1418	10.0%
P	1418	10.0%
m	1418	10.0%
r	1418	10.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	14180	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
o	2836	20.0%
e	2836	20.0%
t	2836	20.0%
h	1418	10.0%
P	1418	10.0%
m	1418	10.0%
r	1418	10.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	14180	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
o	2836	20.0%
e	2836	20.0%
t	2836	20.0%
h	1418	10.0%
P	1418	10.0%
m	1418	10.0%
r	1418	10.0%

project
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.5 KiB

TESS	1418

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5672
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS
2nd row	TESS
3rd row	TESS
4th row	TESS
5th row	TESS

Common Values

Value	Count	Frequency (%)
TESS	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

filters
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	73.5 KiB

TESS	1418

Length

Max length	4
Median length	4
Mean length	4
Min length	4

Characters and Unicode

Total characters	5672
Distinct characters	3
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS
2nd row	TESS
3rd row	TESS
4th row	TESS
5th row	TESS

Common Values

Value	Count	Frequency (%)
TESS	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	5672	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
S	2836	50.0%
T	1418	25.0%
E	1418	25.0%

wavelength_region
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	77.7 KiB

Optical	1418

Length

Max length	7
Median length	7
Mean length	7
Min length	7

Characters and Unicode

Total characters	9926
Distinct characters	7
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Optical
2nd row	Optical
3rd row	Optical
4th row	Optical
5th row	Optical

Common Values

Value	Count	Frequency (%)
Optical	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
optical	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
O	1418	14.3%
p	1418	14.3%
t	1418	14.3%
i	1418	14.3%
c	1418	14.3%
a	1418	14.3%
l	1418	14.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	9926	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
O	1418	14.3%
p	1418	14.3%
t	1418	14.3%
i	1418	14.3%
c	1418	14.3%
a	1418	14.3%
l	1418	14.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	9926	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
O	1418	14.3%
p	1418	14.3%
t	1418	14.3%
i	1418	14.3%
c	1418	14.3%
a	1418	14.3%
l	1418	14.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	9926	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
O	1418	14.3%
p	1418	14.3%
t	1418	14.3%
i	1418	14.3%
c	1418	14.3%
a	1418	14.3%
l	1418	14.3%

target_name
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	79.1 KiB

TESS FFI	1418

Length

Max length	8
Median length	8
Mean length	8
Min length	8

Characters and Unicode

Total characters	11344
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	TESS FFI
2nd row	TESS FFI
3rd row	TESS FFI
4th row	TESS FFI
5th row	TESS FFI

Common Values

Value	Count	Frequency (%)
TESS FFI	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
tess	1418	50.0%
ffi	1418	50.0%

Most occurring characters

Value	Count	Frequency (%)
F	2836	25.0%
S	2836	25.0%
E	1418	12.5%
T	1418	12.5%
	1418	12.5%
I	1418	12.5%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	11344	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
F	2836	25.0%
S	2836	25.0%
E	1418	12.5%
T	1418	12.5%
	1418	12.5%
I	1418	12.5%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	11344	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
F	2836	25.0%
S	2836	25.0%
E	1418	12.5%
T	1418	12.5%
	1418	12.5%
I	1418	12.5%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	11344	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
F	2836	25.0%
S	2836	25.0%
E	1418	12.5%
T	1418	12.5%
	1418	12.5%
I	1418	12.5%

target_classification
Unsupported

Missing Rejected Unsupported

Missing	1418
Missing (%)	100.0%
Memory size	11.2 KiB

obs_id
Text

Distinct	1408
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Memory size	87.4 KiB

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	19852
Distinct characters	14
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1407 ?
Unique (%)	99.2%

Sample

1st row	tess-s0086-1-1
2nd row	tess-s0086-1-2
3rd row	tess-s0086-1-3
4th row	tess-s0086-1-4
5th row	tess-s0086-2-1

Value	Count	Frequency (%)
tess-s0086-1-3	11	0.8%
tess-s0060-2-3	1	0.1%
tess-s0060-2-4	1	0.1%
tess-s0060-3-1	1	0.1%
tess-s0060-3-2	1	0.1%
tess-s0060-3-3	1	0.1%
tess-s0060-3-4	1	0.1%
tess-s0060-4-1	1	0.1%
tess-s0060-4-2	1	0.1%
tess-s0060-4-3	1	0.1%
Other values (1398)	1398	98.6%

Most occurring characters

Value	Count	Frequency (%)
-	4254	21.4%
s	4254	21.4%
0	3108	15.7%
t	1418	7.1%
e	1418	7.1%
1	1018	5.1%
3	1018	5.1%
4	1008	5.1%
2	1008	5.1%
6	314	1.6%
Other values (4)	1034	5.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19852	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
-	4254	21.4%
s	4254	21.4%
0	3108	15.7%
t	1418	7.1%
e	1418	7.1%
1	1018	5.1%
3	1018	5.1%
4	1008	5.1%
2	1008	5.1%
6	314	1.6%
Other values (4)	1034	5.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19852	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
-	4254	21.4%
s	4254	21.4%
0	3108	15.7%
t	1418	7.1%
e	1418	7.1%
1	1018	5.1%
3	1018	5.1%
4	1008	5.1%
2	1008	5.1%
6	314	1.6%
Other values (4)	1034	5.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19852	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
-	4254	21.4%
s	4254	21.4%
0	3108	15.7%
t	1418	7.1%
e	1418	7.1%
1	1018	5.1%
3	1018	5.1%
4	1008	5.1%
2	1008	5.1%
6	314	1.6%
Other values (4)	1034	5.2%

s_ra
Unsupported

Rejected Unsupported

Missing	10
Missing (%)	0.7%
Memory size	45.2 KiB

s_dec
Real number (ℝ)

Distinct	1408
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	7.5406487

Minimum	-85.380468
Maximum	89.118477
Zeros	0
Zeros (%)	0.0%
Negative	594
Negative (%)	41.9%
Memory size	11.2 KiB

Quantile statistics

Minimum	-85.380468
5-th percentile	-72.070598
Q1	-42.829386
median	16.712283
Q3	55.599538
95-th percentile	74.998246
Maximum	89.118477
Range	174.49895
Interquartile range (IQR)	98.428924

Descriptive statistics

Standard deviation	51.121722
Coefficient of variation (CV)	6.779486
Kurtosis	-1.3673705
Mean	7.5406487
Median Absolute Deviation (MAD)	44.879624
Skewness	-0.2289824
Sum	10692.64
Variance	2613.4305
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
34.4220995	11	0.8%
6.364932208	1	0.1%
-28.15278596	1	0.1%
-31.53194004	1	0.1%
-19.77690812	1	0.1%
-16.69775904	1	0.1%
-43.11398233	1	0.1%
-39.29575131	1	0.1%
59.74779106	1	0.1%
56.24287205	1	0.1%
Other values (1398)	1398	98.6%

Value	Count	Frequency (%)
-85.38046835	1	0.1%
-84.89110863	1	0.1%
-84.59901003	1	0.1%
-84.54862806	1	0.1%
-83.55804826	1	0.1%
-83.55562886	1	0.1%
-82.87129237	1	0.1%
-82.86128257	1	0.1%
-82.82419625	1	0.1%
-82.66146248	1	0.1%

Value	Count	Frequency (%)
89.11847737	1	0.1%
87.49107515	1	0.1%
86.68064422	1	0.1%
85.34990518	1	0.1%
85.33815322	1	0.1%
85.27337778	1	0.1%
85.2189659	1	0.1%
85.17739266	1	0.1%
84.69099321	1	0.1%
84.50840672	1	0.1%

dataproduct_type
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.9 KiB

image	1418

Length

Max length	5
Median length	5
Mean length	5
Min length	5

Characters and Unicode

Total characters	7090
Distinct characters	5
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	image
2nd row	image
3rd row	image
4th row	image
5th row	image

Common Values

Value	Count	Frequency (%)
image	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
image	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
i	1418	20.0%
m	1418	20.0%
a	1418	20.0%
g	1418	20.0%
e	1418	20.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7090	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
i	1418	20.0%
m	1418	20.0%
a	1418	20.0%
g	1418	20.0%
e	1418	20.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7090	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
i	1418	20.0%
m	1418	20.0%
a	1418	20.0%
g	1418	20.0%
e	1418	20.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7090	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
i	1418	20.0%
m	1418	20.0%
a	1418	20.0%
g	1418	20.0%
e	1418	20.0%

proposal_pi
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	87.4 KiB

Ricker, George	1418

Length

Max length	14
Median length	14
Mean length	14
Min length	14

Characters and Unicode

Total characters	19852
Distinct characters	11
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Ricker, George
2nd row	Ricker, George
3rd row	Ricker, George
4th row	Ricker, George
5th row	Ricker, George

Common Values

Value	Count	Frequency (%)
Ricker, George	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
ricker	1418	50.0%
george	1418	50.0%

Most occurring characters

Value	Count	Frequency (%)
e	4254	21.4%
r	2836	14.3%
R	1418	7.1%
c	1418	7.1%
i	1418	7.1%
k	1418	7.1%
,	1418	7.1%
	1418	7.1%
G	1418	7.1%
o	1418	7.1%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	19852	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
e	4254	21.4%
r	2836	14.3%
R	1418	7.1%
c	1418	7.1%
i	1418	7.1%
k	1418	7.1%
,	1418	7.1%
	1418	7.1%
G	1418	7.1%
o	1418	7.1%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	19852	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
e	4254	21.4%
r	2836	14.3%
R	1418	7.1%
c	1418	7.1%
i	1418	7.1%
k	1418	7.1%
,	1418	7.1%
	1418	7.1%
G	1418	7.1%
o	1418	7.1%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	19852	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
e	4254	21.4%
r	2836	14.3%
R	1418	7.1%
c	1418	7.1%
i	1418	7.1%
k	1418	7.1%
,	1418	7.1%
	1418	7.1%
G	1418	7.1%
o	1418	7.1%

calib_level
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	69.4 KiB

3	1418

Length

Max length	1
Median length	1
Mean length	1
Min length	1

Characters and Unicode

Total characters	1418
Distinct characters	1
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	3
2nd row	3
3rd row	3
4th row	3
5th row	3

Common Values

Value	Count	Frequency (%)
3	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
3	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
3	1418	100.0%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	1418	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
3	1418	100.0%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	1418	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
3	1418	100.0%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	1418	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
3	1418	100.0%

t_min
Real number (ℝ)

High correlation

Distinct	1408
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59519.739

Minimum	58324.812
Maximum	60689.651
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.2 KiB

Quantile statistics

Minimum	58324.812
5-th percentile	58437.482
Q1	58927.604
median	59525.005
Q3	60126.138
95-th percentile	60610.049
Maximum	60689.651
Range	2364.8394
Interquartile range (IQR)	1198.5341

Descriptive statistics

Standard deviation	695.52092
Coefficient of variation (CV)	0.011685551
Kurtosis	-1.2081074
Mean	59519.739
Median Absolute Deviation (MAD)	601.132
Skewness	-0.0080714243
Sum	84398989
Variance	483749.34
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60635.75979	11	0.8%
60689.65096	1	0.1%
60689.64917	1	0.1%
60689.64886	1	0.1%
60689.64969	1	0.1%
60689.65	1	0.1%
60689.64795	1	0.1%
60689.64825	1	0.1%
59936.39663	1	0.1%
60610.04772	1	0.1%
Other values (1398)	1398	98.6%

Value	Count	Frequency (%)
58324.81152	1	0.1%
58324.81181	1	0.1%
58324.81276	1	0.1%
58324.81304	1	0.1%
58324.81386	1	0.1%
58324.81414	1	0.1%
58324.81499	1	0.1%
58324.81527	1	0.1%
58324.81591	1	0.1%
58324.8162	1	0.1%

Value	Count	Frequency (%)
60689.65096	1	0.1%
60689.65065	1	0.1%
60689.65055	1	0.1%
60689.65025	1	0.1%
60689.65	1	0.1%
60689.64969	1	0.1%
60689.64917	1	0.1%
60689.64886	1	0.1%
60689.64825	1	0.1%
60689.64795	1	0.1%

t_max
Real number (ℝ)

High correlation

Distinct	1408
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59545.889

Minimum	58352.666
Maximum	60717.429
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.2 KiB

Quantile statistics

Minimum	58352.666
5-th percentile	58463.773
Q1	58954.375
median	59550.126
Q3	60153.898
95-th percentile	60635.544
Maximum	60717.429
Range	2364.7631
Interquartile range (IQR)	1199.5226

Descriptive statistics

Standard deviation	695.61495
Coefficient of variation (CV)	0.011681998
Kurtosis	-1.2089736
Mean	59545.889
Median Absolute Deviation (MAD)	603.77074
Skewness	-0.0082725356
Sum	84436071
Variance	483880.16
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
60662.33121	11	0.8%
60717.42847	1	0.1%
60717.42669	1	0.1%
60717.42699	1	0.1%
60717.42782	1	0.1%
60717.42752	1	0.1%
60717.42607	1	0.1%
60717.42577	1	0.1%
59962.08149	1	0.1%
60635.54277	1	0.1%
Other values (1398)	1398	98.6%

Value	Count	Frequency (%)
58352.66567	1	0.1%
58352.66598	1	0.1%
58352.6669	1	0.1%
58352.66721	1	0.1%
58352.66799	1	0.1%
58352.6683	1	0.1%
58352.66912	1	0.1%
58352.66942	1	0.1%
58352.67004	1	0.1%
58352.67034	1	0.1%

Value	Count	Frequency (%)
60717.42877	1	0.1%
60717.42847	1	0.1%
60717.42837	1	0.1%
60717.42807	1	0.1%
60717.42782	1	0.1%
60717.42752	1	0.1%
60717.42699	1	0.1%
60717.42669	1	0.1%
60717.42607	1	0.1%
60717.42577	1	0.1%

t_exptime
Real number (ℝ)

High correlation

Distinct	44
Distinct (%)	3.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	633.82314

Minimum	158.39992
Maximum	1425.5994
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.2 KiB

Quantile statistics

Minimum	158.39992
5-th percentile	158.39992
Q1	158.39993
median	475.19979
Q3	1425.5994
95-th percentile	1425.5994
Maximum	1425.5994
Range	1267.1995
Interquartile range (IQR)	1267.1994

Descriptive statistics

Standard deviation	527.35471
Coefficient of variation (CV)	0.83202186
Kurtosis	-1.2536391
Mean	633.82314
Median Absolute Deviation (MAD)	316.79986
Skewness	0.70751912
Sum	898761.21
Variance	278102.99
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
158.399927	208	14.7%
158.399928	128	9.0%
475.19979	64	4.5%
158.399924	64	4.5%
475.199789	64	4.5%
158.399926	58	4.1%
475.199788	48	3.4%
475.199787	48	3.4%
1425.599392	32	2.3%
475.199791	32	2.3%
Other values (34)	672	47.4%

Value	Count	Frequency (%)
158.399923	16	1.1%
158.399924	64	4.5%
158.399925	32	2.3%
158.399926	58	4.1%
158.399927	208	14.7%
158.399928	128	9.0%
158.399929	16	1.1%
158.39993	16	1.1%
475.199767	16	1.1%
475.199775	16	1.1%

Value	Count	Frequency (%)
1425.599438	16	1.1%
1425.599428	16	1.1%
1425.599424	16	1.1%
1425.599419	16	1.1%
1425.599416	16	1.1%
1425.599414	16	1.1%
1425.59941	16	1.1%
1425.599406	32	2.3%
1425.599402	32	2.3%
1425.599399	16	1.1%

em_min
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	74.9 KiB

600.0	1399
1000.0	19

Length

Max length	6
Median length	5
Mean length	5.0133992
Min length	5

Characters and Unicode

Total characters	7109
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	600.0
2nd row	600.0
3rd row	600.0
4th row	600.0
5th row	600.0

Common Values

Value	Count	Frequency (%)
600.0	1399	98.7%
1000.0	19	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
600.0	1399	98.7%
1000.0	19	1.3%

Most occurring characters

Value	Count	Frequency (%)
0	4273	60.1%
.	1418	19.9%
6	1399	19.7%
1	19	0.3%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	7109	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	4273	60.1%
.	1418	19.9%
6	1399	19.7%
1	19	0.3%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	7109	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	4273	60.1%
.	1418	19.9%
6	1399	19.7%
1	19	0.3%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	7109	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	4273	60.1%
.	1418	19.9%
6	1399	19.7%
1	19	0.3%

em_max
Categorical

High correlation Imbalance

Distinct	2
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	76.3 KiB

1000.0	1399
600.0	19

Length

Max length	6
Median length	6
Mean length	5.9866008
Min length	5

Characters and Unicode

Total characters	8489
Distinct characters	4
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	1000.0
2nd row	1000.0
3rd row	1000.0
4th row	1000.0
5th row	1000.0

Common Values

Value	Count	Frequency (%)
1000.0	1399	98.7%
600.0	19	1.3%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
1000.0	1399	98.7%
600.0	19	1.3%

Most occurring characters

Value	Count	Frequency (%)
0	5653	66.6%
.	1418	16.7%
1	1399	16.5%
6	19	0.2%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8489	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	5653	66.6%
.	1418	16.7%
1	1399	16.5%
6	19	0.2%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8489	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	5653	66.6%
.	1418	16.7%
1	1399	16.5%
6	19	0.2%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8489	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	5653	66.6%
.	1418	16.7%
1	1399	16.5%
6	19	0.2%

obs_title
Unsupported

Missing Rejected Unsupported

Missing	1418
Missing (%)	100.0%
Memory size	11.2 KiB

t_obs_release
Real number (ℝ)

High correlation

Distinct	86
Distinct (%)	6.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	59578.644

Minimum	58458.583
Maximum	60734
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.2 KiB

Quantile statistics

Minimum	58458.583
5-th percentile	58514.667
Q1	58973
median	59575
Q3	60177
95-th percentile	60662
Maximum	60734
Range	2275.4167
Interquartile range (IQR)	1204

Descriptive statistics

Standard deviation	691.16666
Coefficient of variation (CV)	0.011600913
Kurtosis	-1.2233857
Mean	59578.644
Median Absolute Deviation (MAD)	602
Skewness	0.022774877
Sum	84482517
Variance	477711.35
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
58507.66667	32	2.3%
58458.58333	32	2.3%
60697	26	1.8%
58917	16	1.1%
58893	16	1.1%
59999	16	1.1%
60719	16	1.1%
59001	16	1.1%
58739.33333	16	1.1%
58756.33333	16	1.1%
Other values (76)	1216	85.8%

Value	Count	Frequency (%)
58458.58333	32	2.3%
58507.66667	32	2.3%
58514.66667	16	1.1%
58541.83333	16	1.1%
58553.5	16	1.1%
58584.5	16	1.1%
58609.33333	16	1.1%
58635.33333	16	1.1%
58651.5	16	1.1%
58673.5	16	1.1%

Value	Count	Frequency (%)
60734	16	1.1%
60719	16	1.1%
60697	26	1.8%
60662	16	1.1%
60654	16	1.1%
60635	16	1.1%
60613	16	1.1%
60573	16	1.1%
60545	16	1.1%
60515	16	1.1%

proposal_id
Unsupported

Missing Rejected Unsupported

Missing	1418
Missing (%)	100.0%
Memory size	11.2 KiB

proposal_type
Unsupported

Missing Rejected Unsupported

Missing	1418
Missing (%)	100.0%
Memory size	11.2 KiB

sequence_number
Real number (ℝ)

High correlation

Distinct	88
Distinct (%)	6.2%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	44.792666

Minimum	1
Maximum	88
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.2 KiB

Quantile statistics

Minimum	1
5-th percentile	5
Q1	23
median	45
Q3	67
95-th percentile	85
Maximum	88
Range	87
Interquartile range (IQR)	44

Descriptive statistics

Standard deviation	25.558173
Coefficient of variation (CV)	0.57058835
Kurtosis	-1.205405
Mean	44.792666
Median Absolute Deviation (MAD)	22
Skewness	-0.0041478601
Sum	63516
Variance	653.22021
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
86	26	1.8%
61	16	1.1%
20	16	1.1%
21	16	1.1%
22	16	1.1%
23	16	1.1%
87	16	1.1%
24	16	1.1%
14	16	1.1%
15	16	1.1%
Other values (78)	1248	88.0%

Value	Count	Frequency (%)
1	16	1.1%
2	16	1.1%
3	16	1.1%
4	16	1.1%
5	16	1.1%
6	16	1.1%
7	16	1.1%
8	16	1.1%
9	16	1.1%
10	16	1.1%

Value	Count	Frequency (%)
88	16	1.1%
87	16	1.1%
86	26	1.8%
85	16	1.1%
84	16	1.1%
83	16	1.1%
82	16	1.1%
81	16	1.1%
80	16	1.1%
79	16	1.1%

s_region
Text

Distinct	1408
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Memory size	229.3 KiB

Length

Max length	137
Median length	133
Mean length	116.50564
Min length	100

Characters and Unicode

Total characters	165205
Distinct characters	19
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1407 ?
Unique (%)	99.2%

Sample

1st row	POLYGON 84.397259 54.220049 84.340478 42.731886 67.849991 41.751568 64.359824 53.425924 84.397259 54.220049
2nd row	POLYGON 64.081165 53.379423 67.62671 41.711452 52.195423 38.463737 46.379456 49.163669 64.081165 53.379423
3rd row	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355
4th row	POLYGON 70.29962 29.735295 67.909289 41.484483 84.326369 42.4735 83.925435 30.988125 70.29962 29.735295
5th row	POLYGON 95.427814 77.267546 87.798089 66.012517 58.089341 65.068322 42.982691 75.947124 95.427814 77.267546

Value	Count	Frequency (%)
polygon	1418	9.1%
56.900467	22	0.1%
27.410355	22	0.1%
52.298245	11	0.1%
38.232035	11	0.1%
67.682461	11	0.1%
41.457243	11	0.1%
70.101446	11	0.1%
29.709816	11	0.1%
50.95751200	2	< 0.1%
Other values (11254)	14068	90.2%

Most occurring characters

Value	Count	Frequency (%)
0	16905	10.2%
	14180	8.6%
.	14180	8.6%
2	13406	8.1%
1	13143	8.0%
3	12458	7.5%
6	12052	7.3%
5	11888	7.2%
7	11372	6.9%
4	11319	6.9%
Other values (9)	34302	20.8%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	165205	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
0	16905	10.2%
	14180	8.6%
.	14180	8.6%
2	13406	8.1%
1	13143	8.0%
3	12458	7.5%
6	12052	7.3%
5	11888	7.2%
7	11372	6.9%
4	11319	6.9%
Other values (9)	34302	20.8%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	165205	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
0	16905	10.2%
	14180	8.6%
.	14180	8.6%
2	13406	8.1%
1	13143	8.0%
3	12458	7.5%
6	12052	7.3%
5	11888	7.2%
7	11372	6.9%
4	11319	6.9%
Other values (9)	34302	20.8%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	165205	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
0	16905	10.2%
	14180	8.6%
.	14180	8.6%
2	13406	8.1%
1	13143	8.0%
3	12458	7.5%
6	12052	7.3%
5	11888	7.2%
7	11372	6.9%
4	11319	6.9%
Other values (9)	34302	20.8%

jpegURL
Unsupported

Missing Rejected Unsupported

Missing	1418
Missing (%)	100.0%
Memory size	11.2 KiB

dataURL
Unsupported

Missing Rejected Unsupported

Missing	1418
Missing (%)	100.0%
Memory size	11.2 KiB

dataRights
Categorical

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	76.3 KiB

PUBLIC	1418

Length

Max length	6
Median length	6
Mean length	6
Min length	6

Characters and Unicode

Total characters	8508
Distinct characters	6
Distinct categories	1 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	PUBLIC
2nd row	PUBLIC
3rd row	PUBLIC
4th row	PUBLIC
5th row	PUBLIC

Common Values

Value	Count	Frequency (%)
PUBLIC	1418	100.0%

Length

Histogram of lengths of the category

Common Values (Plot)

Value	Count	Frequency (%)
public	1418	100.0%

Most occurring characters

Value	Count	Frequency (%)
P	1418	16.7%
U	1418	16.7%
B	1418	16.7%
L	1418	16.7%
I	1418	16.7%
C	1418	16.7%

Most occurring categories

Value	Count	Frequency (%)
(unknown)	8508	100.0%

Most frequent character per category

(unknown)

Value	Count	Frequency (%)
P	1418	16.7%
U	1418	16.7%
B	1418	16.7%
L	1418	16.7%
I	1418	16.7%
C	1418	16.7%

Most occurring scripts

Value	Count	Frequency (%)
(unknown)	8508	100.0%

Most frequent character per script

(unknown)

Value	Count	Frequency (%)
P	1418	16.7%
U	1418	16.7%
B	1418	16.7%
L	1418	16.7%
I	1418	16.7%
C	1418	16.7%

Most occurring blocks

Value	Count	Frequency (%)
(unknown)	8508	100.0%

Most frequent character per block

(unknown)

Value	Count	Frequency (%)
P	1418	16.7%
U	1418	16.7%
B	1418	16.7%
L	1418	16.7%
I	1418	16.7%
C	1418	16.7%

mtFlag
Boolean

Constant

Distinct	1
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Memory size	1.5 KiB

False	1418

Value	Count	Frequency (%)
False	1418	100.0%

srcDen
Unsupported

Missing Rejected Unsupported

Missing	1418
Missing (%)	100.0%
Memory size	11.2 KiB

obsid
Real number (ℝ)

High correlation

Distinct	1408
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1.0386505 × 10⁸

Minimum	27266910
Maximum	2.4792257 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.2 KiB

Quantile statistics

Minimum	27266910
5-th percentile	27428568
Q1	60827598
median	71308552
Q3	1.7236892 × 10⁸
95-th percentile	2.3392959 × 10⁸
Maximum	2.4792257 × 10⁸
Range	2.2065566 × 10⁸
Interquartile range (IQR)	1.1154132 × 10⁸

Descriptive statistics

Standard deviation	73139218
Coefficient of variation (CV)	0.70417545
Kurtosis	-0.95823351
Mean	1.0386505 × 10⁸
Median Absolute Deviation (MAD)	43464072
Skewness	0.7258232
Sum	1.4728064 × 10¹¹
Variance	5.3493453 × 10¹⁵
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
236870242	11	0.8%
247626217	1	0.1%
247628587	1	0.1%
247630902	1	0.1%
247898034	1	0.1%
247900391	1	0.1%
247902682	1	0.1%
247904946	1	0.1%
115344219	1	0.1%
233942808	1	0.1%
Other values (1398)	1398	98.6%

Value	Count	Frequency (%)
27266910	1	0.1%
27266911	1	0.1%
27266912	1	0.1%
27266913	1	0.1%
27266914	1	0.1%
27266915	1	0.1%
27266916	1	0.1%
27266917	1	0.1%
27266918	1	0.1%
27266919	1	0.1%

Value	Count	Frequency (%)
247922567	1	0.1%
247919459	1	0.1%
247916479	1	0.1%
247913721	1	0.1%
247910493	1	0.1%
247907669	1	0.1%
247904946	1	0.1%
247902682	1	0.1%
247900391	1	0.1%
247898034	1	0.1%

objID
Real number (ℝ)

High correlation

Distinct	1408
Distinct (%)	99.3%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2.2704342 × 10⁸

Minimum	70120107
Maximum	7.3209552 × 10⁸
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	11.2 KiB

Quantile statistics

Minimum	70120107
5-th percentile	70441402
Q1	1.0915561 × 10⁸
median	1.3768408 × 10⁸
Q3	3.0219586 × 10⁸
95-th percentile	6.7349535 × 10⁸
Maximum	7.3209552 × 10⁸
Range	6.6197541 × 10⁸
Interquartile range (IQR)	1.9304025 × 10⁸

Descriptive statistics

Standard deviation	1.9161853 × 10⁸
Coefficient of variation (CV)	0.84397309
Kurtosis	0.73618956
Mean	2.2704342 × 10⁸
Median Absolute Deviation (MAD)	66511983
Skewness	1.4038058
Sum	3.2194757 × 10¹¹
Variance	3.6717663 × 10¹⁶
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
700713800	11	0.8%
732006359	1	0.1%
732013939	1	0.1%
732021757	1	0.1%
732028075	1	0.1%
732032390	1	0.1%
732038577	1	0.1%
732045432	1	0.1%
213378251	1	0.1%
673578297	1	0.1%
Other values (1398)	1398	98.6%

Value	Count	Frequency (%)
70120107	1	0.1%
70120108	1	0.1%
70120109	1	0.1%
70120110	1	0.1%
70120111	1	0.1%
70120112	1	0.1%
70120113	1	0.1%
70120114	1	0.1%
70120115	1	0.1%
70120116	1	0.1%

Value	Count	Frequency (%)
732095520	1	0.1%
732085054	1	0.1%
732076216	1	0.1%
732067225	1	0.1%
732056593	1	0.1%
732049844	1	0.1%
732045432	1	0.1%
732038577	1	0.1%
732032390	1	0.1%
732028075	1	0.1%

Interactions

Correlations

	em_max	em_min	objID	obsid	provenance_name	s_dec	sequence_number	t_exptime	t_max	t_min	t_obs_release
em_max	1.000	0.973	0.293	0.370	0.121	0.101	0.230	0.144	0.230	0.230	0.197
em_min	0.973	1.000	0.293	0.370	0.121	0.101	0.230	0.144	0.230	0.230	0.197
objID	0.293	0.293	1.000	1.000	0.429	0.094	0.883	-0.836	0.883	0.883	0.883
obsid	0.370	0.370	1.000	1.000	0.315	0.094	0.883	-0.836	0.883	0.883	0.883
provenance_name	0.121	0.121	0.429	0.315	1.000	0.187	0.315	0.140	0.315	0.315	0.281
s_dec	0.101	0.101	0.094	0.094	0.187	1.000	0.249	-0.176	0.248	0.248	0.249
sequence_number	0.230	0.230	0.883	0.883	0.315	0.249	1.000	-0.951	1.000	1.000	1.000
t_exptime	0.144	0.144	-0.836	-0.836	0.140	-0.176	-0.951	1.000	-0.951	-0.951	-0.951
t_max	0.230	0.230	0.883	0.883	0.315	0.248	1.000	-0.951	1.000	1.000	1.000
t_min	0.230	0.230	0.883	0.883	0.315	0.248	1.000	-0.951	1.000	1.000	1.000
t_obs_release	0.197	0.197	0.883	0.883	0.281	0.249	1.000	-0.951	1.000	1.000	1.000

Missing values

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

Sample

	intentType	obs_collection	provenance_name	instrument_name	project	filters	wavelength_region	target_name	target_classification	obs_id	s_ra	s_dec	dataproduct_type	proposal_pi	calib_level	t_min	t_max	t_exptime	em_min	em_max	obs_title	t_obs_release	proposal_id	proposal_type	sequence_number	s_region	jpegURL	dataURL	dataRights	mtFlag	srcDen	obsid	objID
0	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-1	75.257379	48.394182	image	Ricker, George	3	60635.759117	60662.331107	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 84.397259 54.220049 84.340478 42.731886 67.849991 41.751568 64.359824 53.425924 84.397259 54.220049	NaN	NaN	PUBLIC	False	NaN	236870228	700694124
1	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-2	57.523191	46.001910	image	Ricker, George	3	60635.759398	60662.330808	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 64.081165 53.379423 67.62671 41.711452 52.195423 38.463737 46.379456 49.163669 64.081165 53.379423	NaN	NaN	PUBLIC	False	NaN	236870229	700703621
2	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.422100	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
3	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-4	76.599717	36.405754	image	Ricker, George	3	60635.759513	60662.331509	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 70.29962 29.735295 67.909289 41.484483 84.326369 42.4735 83.925435 30.988125 70.29962 29.735295	NaN	NaN	PUBLIC	False	NaN	236870243	700721420
4	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-1	71.018345	72.117377	image	Ricker, George	3	60635.757750	60662.329734	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 95.427814 77.267546 87.798089 66.012517 58.089341 65.068322 42.982691 75.947124 95.427814 77.267546	NaN	NaN	PUBLIC	False	NaN	236870245	700730556
5	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-2	37.50401	67.492252	image	Ricker, George	3	60635.758026	60662.329431	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 42.356322 75.86303 57.677915 65.022354 34.630883 59.087104 16.286344 67.150322 42.356322 75.86303	NaN	NaN	PUBLIC	False	NaN	236870248	700740843
6	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-3	50.667819	57.064990	image	Ricker, George	3	60635.758849	60662.330253	158.399926	1000.0	600.0	NaN	60697.0	NaN	NaN	86	POLYGON 46.099441 49.386963 34.968903 58.878749 57.88955 64.757794 64.017263 53.26775 46.099441 49.386963	NaN	NaN	PUBLIC	False	NaN	236870249	700749778
7	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-2-4	73.565494	60.128463	image	Ricker, George	3	60635.758573	60662.330557	158.399926	1000.0	600.0	NaN	60697.0	NaN	NaN	86	POLYGON 64.289278 53.300712 58.27894 64.809113 87.684357 65.748281 84.289183 54.385971 64.289278 53.300712	NaN	NaN	PUBLIC	False	NaN	236870333	700758124
8	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-3-1	8.184143	75.079718	image	Ricker, George	3	60635.757113	60662.328518	158.399926	1000.0	600.0	NaN	60697.0	NaN	NaN	86	POLYGON 15.752091 67.29029 344.703486 70.125083 344.81612 82.345156 42.40894 75.855226 15.752091 67.29029	NaN	NaN	PUBLIC	False	NaN	236870334	700769279
9	science	TESS	SPOC	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-3-2	61.191844	83.924831	image	Ricker, George	3	60635.756832	60662.328817	158.399926	1000.0	600.0	NaN	60697.0	NaN	NaN	86	POLYGON 42.971739 75.938329 344.850896 82.50859 164.325307 85.267937 95.996725 77.625463 42.971739 75.938329	NaN	NaN	PUBLIC	False	NaN	236870335	700778210

	intentType	obs_collection	provenance_name	instrument_name	project	filters	wavelength_region	target_name	target_classification	obs_id	s_ra	s_dec	dataproduct_type	proposal_pi	calib_level	t_min	t_max	t_exptime	em_min	em_max	obs_title	t_obs_release	proposal_id	proposal_type	sequence_number	s_region	jpegURL	dataURL	dataRights	mtFlag	srcDen	obsid	objID
1408	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1409	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1410	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1411	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1412	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1413	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1414	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1415	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1416	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800
1417	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	NaN	tess-s0086-1-3	61.742441	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	NaN	60697.0	NaN	NaN	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	NaN	NaN	PUBLIC	False	NaN	236870242	700713800

Duplicate rows

Most frequently occurring

	intentType	obs_collection	provenance_name	instrument_name	project	filters	wavelength_region	target_name	obs_id	s_dec	dataproduct_type	proposal_pi	calib_level	t_min	t_max	t_exptime	em_min	em_max	t_obs_release	sequence_number	s_region	dataRights	mtFlag	obsid	objID	# duplicates
0	science	TESS	SPOa	Photometer	TESS	TESS	Optical	TESS FFI	tess-s0086-1-3	34.4221	image	Ricker, George	3	60635.759793	60662.331209	158.399926	600.0	1000.0	60697.0	86	POLYGON 56.900467 27.410355 52.298245 38.232035 67.682461 41.457243 70.101446 29.709816 56.900467 27.410355	PUBLIC	False	236870242	700713800	11

Overview

Variables

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)

Common Values

Length

Common Values (Plot)

Most occurring characters

Most occurring categories

Most frequent character per category

(unknown)

Most occurring scripts

Most frequent character per script

(unknown)

Most occurring blocks

Most frequent character per block

(unknown)